Co3D
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
CO3D (Reconfusion split)
20.57PSNR (3-view)
3
CO3D Apple v2 (test)
56.85FID
3
CO3D Donut v2 (test)
68.86FID
3
CO3D Hydrant v2 (test)
46.45FID
3
CO3D Teddybear v2 (test)
49.39FID
3
CO3D v2 (test)
21.98PSNR (Teddybear)
3
CO3D 10 (train)
42.8FID (Apple)
3
CO3D 10 (test)
0.371LPIPS
3
CO3D 10-Category long sequences (~200 frames)
0.19ATE (Top)
3
CO3D Teddybear (held-out target view)
19.005PSNR
2
CO3D Hydrant (held-out target view)
20.366PSNR
2
CO3D 9-view
22.37PSNR
2
CO3D
100Delta 1
2
CO3D 51 category
17.64PSNR
2
CO3D Open-set categories
154.7Car FID
2
CO3D 10-Category short-sequence
0.23ATE
2
CO3D Hydrant short-sequence
0.062ATE
2
CO3D Mean over 7 categories v1 (test)
9.58F-score
2
CO3D Vase v1 (test)
0.097F-score
2
CO3D Teddybear v1 (test)
12.89F-score
2
CO3D Skateboard v1 (test)
7.74F-score
2
CO3D Orange v1 (test)
10.16F-score
2
CO3D Motorcycle v1 (test)
8.72F-score
2
CO3D Chair v1 (test)
10.23F-score
2
CO3D Backpack v1 (test)
12.22F-score
2